D’Amour, Alexander

7 publications

ICML 2025 Theoretical Guarantees on the Best-of-N Alignment Policy Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander D’Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh

ICML 2025 When Can Proxies Improve the Sample Complexity of Preference Learning? Yuchen Zhu, Daniel Augusto De Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Matt Kusner, Alexander D’Amour

AISTATS 2024 Proxy Methods for Domain Adaptation Katherine Tsai, Stephen R Pfohl, Olawale Salaudeen, Nicole Chiou, Matt Kusner, Alexander D’Amour, Sanmi Koyejo, Arthur Gretton

AISTATS 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D’Amour, Arthur Gretton, Sanmi Koyejo, Matt J. Kusner, Stephen R. Pfohl, Olawale Salaudeen, Jessica Schrouff, Katherine Tsai

AISTATS 2022 Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding Jiajing Zheng, Alexander D’Amour, Alexander Franks

AISTATS 2022 Causally Motivated Shortcut Removal Using Auxiliary Labels Maggie Makar, Ben Packer, Dan Moldovan, Davis Blalock, Yoni Halpern, Alexander D’Amour

AISTATS 2019 On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and a Promising Alternative Alexander D’Amour